Triple
T18508735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kyle Richards |
E452272
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mauricio Umansky
Mauricio Umansky is a high-profile Los Angeles real estate broker and founder of The Agency, known for his luxury property deals and appearances on reality television.
|
E1328350
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mauricio Umansky | Statement: [Kyle Richards, spouse, Mauricio Umansky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mauricio Umansky Context triple: [Kyle Richards, spouse, Mauricio Umansky]
-
A.
Marcos Bernstein
Marcos Bernstein is a Brazilian screenwriter and filmmaker best known for co-writing the acclaimed film "Central Station."
-
B.
Alejandro Rozitchner
Alejandro Rozitchner is an Argentine writer, philosopher, and public intellectual known for his essays, books, and media work on culture, politics, and personal development.
-
C.
Rafael Federman
Rafael Federman is an Argentine actor known for his role in the survival drama film "La sociedad de la nieve" ("Society of the Snow").
-
D.
Peter Camejo
Peter Camejo was an American Green Party politician, activist, and three-time presidential candidate known for his progressive advocacy and third-party campaigns.
-
E.
Gregory Rabassa
Gregory Rabassa was an acclaimed American literary translator best known for bringing major works of Latin American fiction, including Gabriel García Márquez’s novels, into English.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mauricio Umansky Triple: [Kyle Richards, spouse, Mauricio Umansky]
Generated description
Mauricio Umansky is a high-profile Los Angeles real estate broker and founder of The Agency, known for his luxury property deals and appearances on reality television.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mauricio Umansky Target entity description: Mauricio Umansky is a high-profile Los Angeles real estate broker and founder of The Agency, known for his luxury property deals and appearances on reality television.
-
A.
Marcos Bernstein
Marcos Bernstein is a Brazilian screenwriter and filmmaker best known for co-writing the acclaimed film "Central Station."
-
B.
Alejandro Rozitchner
Alejandro Rozitchner is an Argentine writer, philosopher, and public intellectual known for his essays, books, and media work on culture, politics, and personal development.
-
C.
Rafael Federman
Rafael Federman is an Argentine actor known for his role in the survival drama film "La sociedad de la nieve" ("Society of the Snow").
-
D.
Peter Camejo
Peter Camejo was an American Green Party politician, activist, and three-time presidential candidate known for his progressive advocacy and third-party campaigns.
-
E.
Gregory Rabassa
Gregory Rabassa was an acclaimed American literary translator best known for bringing major works of Latin American fiction, including Gabriel García Márquez’s novels, into English.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53344c6b081908e780ed5c815a766 |
completed | April 19, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a047148cac48190885f66f87274905d |
completed | May 13, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a048626a0a48190956a51f755f790cd |
completed | May 13, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0489f4a1d081909a274bf3679c70a6 |
completed | May 13, 2026, 2:25 p.m. |
Created at: April 10, 2026, 11:36 a.m.